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Rumour Detection

Rumor detection is the task of identifying rumors, i.e. statements whose veracity is not quickly or ever confirmed, in utterances on social media platforms.

Papers

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Showing 1–25 of 98 papers

TitleStatusHype
Public Wisdom Matters! Discourse-Aware Hyperbolic Fourier Co-Attention for Social-Text ClassificationCode1
DUCK: Rumour Detection on Social Media by Modelling User and Comment Propagation NetworksCode1
Adversary-Aware Rumor DetectionCode1
The Surprising Performance of Simple Baselines for Misinformation DetectionCode1
PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen DomainsCode1
No Rumours Please! A Multi-Indic-Lingual Approach for COVID Fake-Tweet DetectionCode1
Estimating predictive uncertainty for rumour verification modelsCode1
Claim Check-Worthiness Detection as Positive Unlabelled LearningCode1
Learning Reporting Dynamics during Breaking News for Rumour Detection in Social MediaCode1
SCRum-9: Multilingual Stance Classification over Rumours on Social Media—0
An Analytical Emotion Framework of Rumour Threads on Social Media—0
Contrastive Token-level Explanations for Graph-based Rumour Detection—0
Attacking Misinformation Detection Using Adversarial Examples Generated by Language Models—0
Rumour Evaluation with Very Large Language ModelsCode0
Assessing the Reasoning Abilities of ChatGPT in the Context of Claim Verification—0
CMA-R:Causal Mediation Analysis for Explaining Rumour DetectionCode0
Implementing BERT and fine-tuned RobertA to detect AI generated news by ChatGPT—0
Rumour Detection and Analysis on Twitter—0
Verifying the Robustness of Automatic Credibility AssessmentCode0
PANACEA: An Automated Misinformation Detection System on COVID-19—0
Rumour detection using graph neural network and oversampling in benchmark Twitter dataset—0
An Emotion-Aware Multi-Task Approach to Fake News and Rumour Detection using Transfer Learning—0
Domain Generalization for Text Classification with Memory-Based Supervised Contrastive LearningCode0
Model-Agnostic and Diverse Explanations for Streaming Rumour Graphs—0
Detecting Rumours with Latency Guarantees using Massive Streaming Data—0
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All datasetsSepehr_RumTel011

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ParsBERT+PCapsNet +SA+Title+ AuxiliaryF-Measure0.95—Unverified
2BERT-SAWSF-Measure0.93—Unverified
3Jahanbakhsh-Nagadeh et al.F-Measure0.83—Unverified
4Common context features + Four SA classesF-Measure0.79—Unverified
#ModelMetricClaimedVerifiedStatus
1CMA_R0..5sec1—Unverified